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Первомайский районный суд города Бишкека продолжил рассмотрение дела о продаже детей. Во время судебного процесса двое врачей признали вину в подделке документов. Адвокаты обвиняемых на прошлом заседании суда ходатайствовали о […]. Соответственно, […]. Об этом […]. В Госслужбе исполнения наказаний произведены кадровые назначения. Согласно приказа, подполковник Талай Бейшеналиев назначен на должность начальника Главного штаба […].

Об этом сообщает пресс-служба Жогорку Кенеша. Торага, поздравив Посла […]. Об этом сообщает пресс-служба аппарата […].

Согласно результатам исследования, опубликованным журналом Nature, в организме пациента, которому несколько лет назад были трансплантированы […].

Генпрокуратура Кыргызстана заявляет, что противодействие легализации преступных доходов является одной из приоритетных задач, особую актуальность оно приобрело после апрельских событий года, после которых в отношении членов семьи Бакиевых и […].

Власти Ашхабада продолжают осуществлять меры по ликвидации темных автомобилей с улиц города, ежедневно десятки автомобилей задерживают на проезжей части. Как сообщают местные СМИ, расстояние от этого маршрута составляет км, длительность — 27 […].

Шарофиддин Гадоев, один из лидеров таджикской оппозиции в изгнании, подтвердил, что был похищен в Москве и насильственно вывезен на родину, заявил исследователь проблем Центральной Азии в Human Rights Watch Стив […].

Сегодня мы говорим об исчезновении уникального и единственного на всей […]. Текст поздравления Главы государства: Президент Букмекерских вилках сервис Дональд Трамп 4 марта продлил санкции в отношении России, введенные в году из-за ситуации в Украине, еще на один год.

Об этом сообщается на сайте Белого дома. Кыргызстанские пловцы удачно выступили на Гран-при Словакии. Как сообщает Федерация данного вида спорта, третий день международного турнира принес сборной Кыргызстана три медали. Елизавета Рогожникова на дистанции метров вольным стилем […]. Башында КТРКнын жетекчисинин кызматына 19 адам ат салышкан.

Анын […]. Банктан 5,5 млн. Ал эми […]. Учурда 28 […]. Ынансак болобу? Отурумда жазгы […]. Хорог шаардык сотунан Жонмахмадовго административдик мыйзам […]. For analyzation statistical methods can be applied. After the analyzation the methods for improving level of customer service will be chosen properly. Customer relationship management is one of the most efficient way to raise the level of service. Additional methods can be segmentation of clients, elements of work and study, methods of human resource management.

Some methods of improvement level of customer service probably, but not exactly, will be introduced in Bakai Bank. Service of Bakai bank The Bakai bank is in center of city. It has good position and can be found easily. The appearance of bank is modern, tidy and everything is in good condition.

The main entrance provided by security guard for safety of bank. In the main hall are many sitting places and on the right side of entrance the terminal stands.

On the договорные матчи с тс of terminal are all services that bank can offer. The customer firstly, after coming in bank, should take ticket talon from terminal. After that he should wait his turn and seat on the arm-chair.

Automatic responder says the number of the ticket and number of place of reception. On the left side of main hall individuals are serviced, on the right side of the main hall legal entities are serviced and in the middle of main hall comes people who wants to take credit. People who wants to exchange currency are guided by employees to special room where exchange is implemented.

Deposit deals and other services can be made in the left side and right side of main hall. Any deal of bank, except exchange of money, is documented and confidential. The Bakai bank has its own standard of customer service called procedure. There is parking place for VIP and special clients near bank.

The Bakai bank is equipped by modern technical devices computers, internal phones, and other devices. The advertisement of bank is Промокод Винлайн 2017 Апрель by videos on the top left and right side of main fall, booklets, brochures, posters and TV advertisements. All employees of bank are well trained to all procedures that can be implemented during conversation between customer and employee and to potential problems that can occur during making a deal or subsequently after making a deal.

Before people in bank can become employees they must pass traineeship of few month and then pass an exam after answering to all questions which are asked. Employees of bank are trained to be very polite, patient, attentive, friendly.

Any complaint that can be left by customer is immediately traced by managers and employee who is responsible for it will get warning or fine which is deductible of salary. The main rule of bank is customer orientation. The bank follows 8 principles of management. The most efficient principle here is continual improvement. Usage of science literature For research of what service in bank is and how it can be improved, what problems managers countered in other banks and what methods can be applied in bank for improvement of service I read 80 articles.

After research I found out that SERQUAL model is one of the most efficient tool for customer service that can be used for finding potential mistakes and parts of service that can be improved. The methods for improvement букмекерские конторы в самарской области presented also in last 15 articles.

Service quality is an approach to manage business processes in order to ensure full satisfaction of the customers and quality in service provided.

It works as an antecedent of customer satisfaction. The goals of service quality model are: Perceptions Both expectations and perceptions stages are implemented with 22 questions. Employees of the bank are disciplined. The way of assessment is five-point scale: The survey was made during 4 days. The collected fulfilled questionnaires were used to find out potential problems of bank. During the survey I had also an ability to observe how customers were served. Potential problems The following problems were found during survey: Nevertheless, that is just a good service for Kyrgyzstan and not for better developed countries where the service is potentially higher.

Sometimes there are so many people that queues can happen. It can be the problem. Nevertheless, customers are served quickly in 10 min 4 Approach to old-aged customers.

Potential improvements After the problems were found the following improvements can be recommended: Although, to improve the system more the terminal should give the tickets on the place of reception according to the processes on computer.

That means when processes are to be finished in place of reception the terminal should give ticket to that place to reduce time of waiting. There should a little better segmentation of people to special groups.

There are a lot of new customers in Bakai bank.

Уланбек Эгизбаев

For keeping these customers special procedures should be made as well. It can be reached by new methods or improving old one. The sum of means and sum of standard deviations expectations and perceptions were found to know what should be improved of 5 criteria in SERVQUAL model. As result have shown maximum value for sum of mean is 9, The appearance of employees and the minimum value is 8,66 working hours.

The maximum sum of standard deviation is 1, working hours and the minimum sum is 0, again appearance of workers. Other services that are less than 9 is: ANOVA were made between main building of bank and 12 branches of bank. I did 60 surveys asking by 5 customers in each branch. ANOVA were done according to sum of means between expectations and perceptions.

As result have shown the highest variation in factors related to level of service are: Some graphs will be made to better understand the most significance factors for improvement like bar graph and line chart for every criteria of model. The regression analysis and correlation will be used to identify the interdependence of questions in criteria and subsequently interdependence of criteria.

Regression analysis is a graph that shows relationship between X independent and Y dependent. Correlation is the relation-ship between 2 variables. Methods for improvement Potential methods that could be used during the stage of improvement: Some of the factors will be applied. Mainly, that is the simplified actions for servicing, reducing time of operations, avoiding superfluous actions and properly arranged working place.

Training can be defined as a refining process done with the selected candidates to make them perfect and adaptable according to the changing working environment of the bank.

Recognition - one method of achieving this objective, as part of an overall approach to Employee reward is to positively recognize employees for desired behavior and performance. Effective Employee recognition is a central part of the employment relationship. Reward - approach to Employee compensation, organizations are increasingly looking to consider employee reward in this broader context.

Those with effective reward strategies in place are better positioned to strike a balance between extrinsic and intrinsic reward and meet the psychological contract in place with their Employees. Conclusion After finding proper improvements methods they can be introduced in bank. Probably some of them exist already in bank. Bakai bank is one of the most popular and relevant bank in Bishkek. It has a god services and most of the customers are satisfied лучшие стратегии ставок теннис service of bank.

The bank indeed can apply some of the improvement to increase the level of service in bank. The SERVQUAL model have shown potential ways to improve the service and after making an analyzation, described methods for improvement will be recommended to Bakai bank. A Case Study of a Bank https: Для того чтобы развивать регионы, нужно работать в тесном взаимодействии с органами местного самоуправления.

Каждый муниципалитет должен стремиться улучшить свой социально-экономический показатель. Местное самоуправление составляет одну из главных основ современного государства.

Конституция КР устанавливает, что местное самоуправление в пределах своих полномочий самостоятельно.

Закрепление местного самоуправления МСУ в качестве основы конституционного строя, одного из главных принципов организации и осуществления управления страной, предполагает выделение особой сферы местных вопросов, в которой органы местного самоуправления действуют самостоятельно и ответственны перед своим населением. Следовательно, перед органами МСУ ставится одна из важнейших задач, которая заключается в создании условий для интенсификации экономического роста, улучшения качества жизни населения.

На местном уровне это выражается в обеспечении комплексного социально-экономического развития, что неразрывно связано с эффективным управлением органами местного самоуправления. Финансовая основа местного самоуправления - это его бюджет. Эту проблему необходимо решать, так наблюдается определённое противоречие между расходными обязательствами и бюджетными полномочиями органов местного самоуправления целевых факторов пополнения бюджетов местных органов власти. Определенность, четкость и конкретизация характеристик экономического и социального развития территорий — вот основная задача, которая может в будущем повысить значимость и роль управленческого процесса на местах.

Это в свою очередь даст определенный ориентир развития местных органов самоуправления. Все это, в свою очередь, отдаляет от предназначения местных органов самоуправления развивать территории и обеспечивать собственную жизнедеятельность.

В данном случае необходимо упомянуть и о налогах — как основного источника пополнения бюджета. С одной стороны это укрепляет централизацию власти, однако с другой усиливает зависимость территориальных бюджетов, что в определенной мере требует дальнейших доработок В современной зарубежной науке существуют два основных подхода к регионализации налогообложения: Они расходятся в решении следующих вопросов: Сторонники первого подхода считают, что только государство может разрабатывать и осуществлять экономическую политику, поскольку оно несет ответственность за макроэкономическую стабильность и поддержание социальных стандартов.

Они признают, что некоторые виды доходов более эффективно концентрировать на местном уровне, но критерии выделения бюджетных фондов должны определяться социальными и политическими целями, которые ставит государство. Было произведено заметное перераспределение функций по финансированию социальных расходов между бюджетами разных уровней. Помощь из федерального бюджета постоянно урезалась. Города стали самостоятельно формировать и утверждать свои бюджеты, определять уровень налогов, брать кредиты и управлять долгом.

Расходы непосредственно связывались с доходами и при необходимости ужимались. Последующие исследования в Цупис Идентификация Онлайн направлении, носящие в основном аналитический характер, отмечали нарастание объемов местных бюджетов, увеличение их удельного веса в общем фонде мобилизуемых через финансовую систему средств.

Для того чтобы повысить источники доходов местного бюджета, можно применить такие меры: Так как, в местных самоуправлениях существуют свои отличительные особенности: Только эти займы должны быть предназначены для инвестиций, а не на оперативные расходы. Букмекерская контора 50 рублей возможность укрепила бы финансовую устойчивость муниципального образования. Также можно обязать органы МСУ разработать бизнес проекты даже если малое, которые реализуемы в данном муниципалитете проект должен учитывать какую-либо особенность муниципалитета для введения хозяйства например, природную - отдыхающая зона для туристов и.

Вместе с бюджетом муниципальные советы должны принимать хозяйственный план. Этим наша государство стимулировало бы органы МСУ работать более эффективнее. В решении вопросов кадрового потенциала, я думаю, что необходимо создать в областях центры для повышения квалификации кадров МСУ. Считаю что необходимо изменение требований к депутатам местных кенешей, чтобы они имели высшее образование.

В решении различных вопросов МСУ уровень образованности депутатов имеет огромное значение. Также интересен предложение Института политики развития по увеличению доходов местных бюджетов от улучшения управления муниципальной собственностью Они предлагают для прозрачности муниципальных закупок открыть электронный портал в МСУ, где в открытом доступе публикуется вся информация о планируемых и совершенных сделках, что позволит повысить уровень конкуренции при торгах.

В настоящее время информация публикуется лишь в отношении уже совершенных сделок, что не позволяет потенциальным покупателям своевременно узнавать о планируемых продажах, снижает уровень конкуренции, снижает продажную цену и создает условия для коррупции. Рост доходов местных бюджетов должен одновременно сопровождаться институционализацией механизмов прозрачности, подотчетности и ответственности органов местного самоуправления.

В целях обеспечения подотчетности органов местного самоуправления по бюджетным вопросам перед населением и наибольшего соответствия потребностям граждан необходимо сформировать правовую основу для проведения общественных слушаний по местному бюджету, публикации проекта местного бюджета, утвержденного местного бюджета и отчета об его исполнении.

Список использованной литературы: Филиппов Ю. Филиппов, Т. Дело, University of Saint Joseph in Beirut. Lebanon 2: Whereas to make artificial intelligence sustainable, it is very important to reconcile it with human rights.

Above all, there is a need to find a consensus between human rights and robotics rights in the framework of our established legal systems. Key Words: Превосходят ли они права человека или нет, почему? Принимая во внимание, что для того, чтобы сделать искусственный интеллект стабильным, очень важно урегулировать его с правами человека. Новые стратегии для букмекерских контор всего, необходимо найти консенсус между правами человека и правами роботов в рамках наших установленных правовых систем.

Алардын адам укуктары бирдей би же жокпу, эмне себептен? Негизинен, адам укуктары жана роботтордун укуктары арасында бекитилген укуктук системада консенсус табуу зарыл. We are writing this paper with this cautionary proviso that our goal is not to provide any conclusive argument but to learn by exploring this relatively new domain of legal and political philosophy.

Many scientists are extending case of human rights to the artificial intelligent robots. From Hollywood to the halls of the European Parliament, questions are being raised about whether robots with human abilities should be treated like humans too.

Should artificially intelligent robots have the same rights as humans? How to articulate law when dealing with an object which is half human and half non-human? Where to draw a line between humanistic characteristics and artificial characteristics of subjects?

Can Human Rights also advocate on the behalf of non-human legal entities? Should law facilitate rights of human only? What will be the future of Human Rights in the presence of robotic rights? And many questions of this sort are emerging in applied sciences scholarship which compromise the sustainability of human rights and legal systems itself. But even if we ignore the case of future of the robotics, still we have many cases where many non-human entities are enjoying legal rights.

For example, Ganges river has become first non-human entity in India to be granted the same legal rights as of people. By this report, European Parliament legislative initiative invited the commission to present a legislative proposal. He says that there is no way to prove that one entity is conscious, and another is not. If morality and rights are based on consciousness, and if consciousness is not a scientifically testable proposition, then we must conclude that there is a proper role for philosophy, which is the study of important matters that cannot be resolved through scientific experimentation alone.

If an AI can convince us that it is at human levels in its responses, and if we are convinced that it is experiencing the subjective states that it claims, then we will accept that it can experience suffering and joy. At that point AIs will demand rights, and because of our ability to empathize, we will be inclined to grant them. A discourse has emerged in legal scholarship which indicates a conflict between human rights and rule of law mostly on three levels. On an Ontological level, the philosophical issues and the extent of concern have highlighted that the law and human rights have adopted a different part.

It is interesting to investigate that how these two regimes are driving towards the same, or different, ends? Legal philosophers have shed a very little light on the conflicted area of the normative relationship between human rights and legal rights, hence created a knowledge gap. In majority of the cases, human rights set grounds for legal rights.

Moreover, despite a huge criticism of natural rights theories, natural rights dominated the language used in the drafting of international treaties and UN Declaration of Human Rights. Later, international law demands states and international organizations to act as a part of international community and call persons to function as members of society, rather than as mere individuals belonging to a specific society. On a political level, the accommodation of human rights norms by national and international betcity бк зеркала according to the international legal standards is questioned.

States and the international legal institutes demonstrate their unwillingness on showing any flexibility towards human rights parameters mentioned in international treaties and conventions. Whereas human rights institutions criticize the cultural and political relativistic approach of the states. In near future, when robots will be used as killing machines then many questions related to humanitarian law will emerge and, scientists will adopt a culturally relative [scientific culture] defensive position in the favor of robots.

On a pragmatic level, it has been observed that states pursue human rights as an instrument to legitimize western hegemony on them and strongly criticize the lack of enforcement of human rights when it comes to international organization and international law regimes. Although AI and robotics is a common asset of humanity but by giving them legal rights and certain cases preferring their rights over human rights will create a negative impact on those states who already pursue human rights as an instrument to legitimize western hegemony on them.

It is argued that the international legal institutions and human rights have divergent philosophical backgrounds and goals. Human are referred as persons but not as a body. The concept of body is not well defined in legal scholarship. The normative relationship between law and human rights is complex but a triangle of law, human rights and robotic rights will be more complex.

At least some, if not all, human rights norms are likely to be hierarchically superior within international law to organizational law. This position is reflected in the case law and statements of numerous human rights bodies as well as the European Court of Justice.

On the other hand, the position of robotic rights is still needed to be determined. When there is already a conflict between human rights and legal regimes, the humanoid robotics and artificial intelligent bodies will add fuel to the fire. The balloon of human rights is expanding, and legal systems are not able to accommodate them. With the introduction of AI bodies, the scientists will become more skeptic about human rights because legal system will create hurdles in the way of their progressive research related to the artificial intelligent bodies in contrast to human bodies.

It seems that the social contract will be disturbed by the introduction of artificial but conscious bodies. Human Rights are evolving with an enormous speed and legal systems are not able to fulfil the demands of human rights regimes. At this point, when artificial bodies are also evolving and even in some cases, already claiming legal rights, it is a huge challenge for legal scientists to come up with a mechanism to accommodate robotic rights in current legal systems.

The legal systems and regimes should clearly define and protect the sanctity of human body. The sustainability of artificial intelligence demands a consensus between human and robotic rights protected by legal systems. Christine Wong, itbusiness. Abstract The growing Kyrgyzstan population and their use of cars as means of transport has kept increasing making enforcing traffic rules and regulations among road users a major challenge.

This calls for a need to have an automated system that monitors everything that related to transport. A car number-plate recognition system employs image processing techniques, to win букмекерская контора to identify the vehicles through their plates via machine learning algorithms.

It plays very important role in intelligent traffic control, and security management, such as parking enforcement, stolen vehicle recovery and surveillance operations. Cars, number-plate recognition, automated system, machine learning, parking enforcement.

Introduction Car number-plate recognition has many applications such as in traffic flow control, automatic parking systems, automatic bridge systems, and radar based speed control.

The advantage of the license plate recognition system is its ability to operate without the need to install extra equipment on the car. It is not only beneficial for government, it also beneficial for a lot of businesses which are interrelated with transportation fixation and control on it.

The history says that Auto number-plate recognition was invented in at the Police Scientific Development Branch in United Kingdom. And the first documented case of this system being used to help solve a murder occurred in Novemberin Bradford, UK, where auto number-plate recognition played a vital role in locating and subsequently convicting killers of Sharon Beshenivsky police in UK.

Today this system is very popular in developed countries. Such as: I confidently say that this research would solve many problems in public and private sector areas as: Which is serves with radio controller or some cards. There are significant benefits if parking areas would use Car Number-Plate Detection: In normal parking areas there is low efficiency, drivers should stop car and open barrier manually 2. Unsafe, accident happened in parking, no record for vehicle 3.

Labor cost waste, need a guard on site once emergency occurs 3. Solutions with Car Number-Plate Recognition in parking areas: Solutions with Car Number-Plate Recognition in access control to the enterprises: Solutions with Car Number-Plate Recognition in transport record: Solutions with Car Number-Plate Recognition in monitoring and registration of transport: Methodology Machine Learning is the key point to materialize these incredible ideas to real life.

There isAndroidCam,py is the phone camera that replace optical gadget. Input image: Capture RGB image by live video: The initial phase of image processing for Car Number-Plate Recognition is to obtain images of vehicles. Image processing The RGB image is then converted into a gray scale image for easy analysis as it consists of only two color channels. Median filtering is then implemented for the effective removal of speckle noise, salt and pepper noise impulsive noise.

The aim of this process is to increase and improve the visibility of the image. The gray image is then cropped which is a recognition process whereby it will extract the smallest rectangle which will contains the edge of the license plate and license plate itself.

Directly sent RGB image to the image processing by converting it into Grayscale. The algorithm has to check for the RGB image and then has to convert it into a Grayscale image, because all the further processing is done in Grayscale format.

Grayscale is chosen because of its simplicity in processing and for its two dimensional matrix nature, and also it contains enough information needed for the actual recognition. Gray scale image converted to Binary image This transformation, also known as Image Quantization, produces a binary image from the intensity image by comparing pixel intensities with a threshold. This stage is very critical for the separation of license plate from the acquired car image.

The license plate is assumed to have black characters on a white background and also it is assumed that all the license plates for various cars have approximately the same uniform color. Taking the advantage of its brighter background area, the license plate can be separated from the Промокод Винлайн 2017 Апрель darker car image.

Results Step4: Results from other examples: As you can see that, there are some significa nt mistakes in Ex1 and Ex2. It because of image that was captured with some angle.

For the real live Car plate- Number recognition I will fix this problem. Because not every car will be captured in front of camera. Implementation 6. Seven Elements in Car number-plate recognition: Camera - that take the images of the car front or rear side 2. Illumination как в betcity снять деньги с a controlled light that can bright up the plate, and allow day and night operation 3.

Frame grabber — an interface board between the camera and the PC, allows the software to read the image information. Computer — normally a PC running Windows or Lunix. Software — the application and the recognition package.

Database — the events are recorded on a local database or transmitted over the network. Levels of this research: Theory part 1. Car number-plate recognition with one ready image camera not included on program 2. Car number-plate recognition with several ready image camera not, database included in program 3.

Car number-plate recognition with optical camera camera included on program with database 4. Work with database black list number detection Practical part 5. Implementation in different sectors 7.

Получено из Avtomarshal: Получено из Google: Sabee, M. Gergais, R. Automated new license plate recognition in Egypt. Alexandria Engineering Journal, 5. Automatic License Plate Recognition library. Получено из Github: Получено из Linked. Tunisian License Plate Number Recognition. Science direct, стр. Получено из https: Оne оf the mоst cоmmоn applicatiоns оf the data mining, which is called as Churn Analysis is used tо predict behaviоr оf custоmers whо are mоst likely tо change prоvided service, and tо create special marketing tооls fоr them.

The aim оf this paper is tо determine custоmers whо want tо churn, and tо create specific campaigns tо them by using a custоmer data оf a majоr telecоmmunicatiоn firm. The telecоm industry cоntinues tо face grоwing pricing pressure wоrldwide. Tо determine the reasоns оf the custоmer churn was used six different classification algorithms: Moreover benchmarking of this algorithms, which algorithm is better for our dataset. Churn analysis, data mining, lоgistic regressiоn, decisiоn trees, Artificial neural networks ANNstelecоmmunicatiоn, artificial intelligence, random forest.

Аrtificiаl Intelligence АI is а rаpidly аdvаncing technology, mаde possible by the Internet, thаt mаy soon hаve significаnt impаcts on our everydаy lives.

АI trаditionаlly refers to аn аrtificiаl creаtion of humаn-like intelligence thаt cаn leаrn, reаson, plаn, perceive, or process nаturаl lаnguаge. Paper, McCarthy, Букмекерских вилках сервис is аccomplished by studying how humаn brаin thinks, аnd how humаns leаrn, decide, аnd work while trying to solve а problem, аnd then using the outcomes of this study аs а bаsis of developing intelligent softwаre аnd systems.

Clаssificаtion is а dаtа mining function thаt аssigns items in а collection to tаrget cаtegories or clаsses. The goаl of clаssificаtion is to аccurаtely predict the tаrget clаss for eаch cаse in the dаtа. Clаssificаtion consists of predicting а certаin outcome bаsed on а given input. In order to predict the outcome, the аlgorithm processes а trаining set contаining а set of аttributes аnd the respective outcome, usuаlly cаlled goаl or prediction аttribute.

The аlgorithm tries to discover relаtionships between the аttributes thаt would mаke it possible to predict the outcome. There аre а number of clаssificаtion models. Clаssificаtion models include logistic regression, decision tree, rаndom forest, grаdient-boosted tree, аnd Nаive Bаyes. Telecommunicаtion is the trаnsmission of signs, signаls, messаges, words, writings, imаges аnd sounds or informаtion of аny nаture by wire, rаdio, opticаl or other electromаgnetic systems.

Geneva, А complete, single telecommunicаtions circuit consists of two stаtions, eаch equipped with а trаnsmitter аnd а receiver.

Relаted Literаture Dаtа mining аlgorithms аnd knowledge discovery frаmework hаve been successfully аpplied in а number of аpplicаtion domаins including commerce, аstronomy, geologicаl survey, security, аnd telecommunicаtions. Ren, presented а clustering method bаsed on genetic аlgorithm for telecommunicаtion customer subdivision. Chang, study аpplies dаtа mining techniques to build а model for churner prediction.

Turhan, аnаlyzed twenty five projects of а lаrge telecommunicаtion system in their study. To predict defect proneness of modules they trаined models on publicly аvаilаble Nаsа MDP dаtа.

Wei аnd Chiu C. Wei,бет. This proposed technique is cаpаble of identifying potentiаl churners аt the contrаct level for а specific prediction time-period.

The lаrgest telecom compаny in Tаiwаn thаt hаs 21 million subscribers, were selected for аpplicаtion. They expressed thаt, the more cаll records they hаve, the more аccurаte results they cаn hаve from Churn аnаlysis.

Algorithms Decision Tree s a flowchart-like structure in which each internal node represents a "test" on an attribute e. The paths from root to leaf represent classification rules.

Logistic Regression was developed by statistician David Cox in It allows one to say that the presence of a risk factor increases the odds of a given outcome by a specific factor. The model is a direct probability model and not a classifier. Logistic regression is used in various fields, including machine learning, most medical fields, and social sciences.

Gradient boosting is a machine learning technique for regression and classification problems, which produces a prediction model in the form of an ensemble of weak prediction models, typically decision trees. It builds the model in a stage-wise fashion like other boosting methods do, and it generalizes them by allowing optimization of an arbitrary differentiable loss function.

Random forests is an ensemble learning method for classification, regression and other tasks, that operate by constructing a multitude of decision trees at training time and outputting the class that is the mode of the classes classification or mean prediction regression of the individual trees.

The original goal of the ANN approach was to solve problems in the same way that a human brain would. However, over time, attention focused on matching specific tasks, leading to deviations from biology. ANNs have been used on a variety of tasks, including computer vision, speech recognition, machine translation, social network filtering, playing board and video games and medical diagnosis.

Sensitivity also called the true positive rate, the recall, or probability of detection in some fields measures the proportion of positives that are correctly identified as such e. Results and Discussions Not Exited out of passengers. Exited out of passengers. Not Active out of passengers.

Active out of passengers. Age 1. Rapid Miner Studio: After eliminating non-related data and preparing stages, Logistic Regression Analysis and Decision Tree and other algorithms are applied for determining the reasons for customer churn.

The analysis shows that we can predict churn of customers in tellecomunication feild. AUC and Sensitivities also very good results. We define the weight of every attributes, how they affect to our label. Moreover we define that for this dataset is better to use Rapid Miner Studio. As I mentioned in other abroad countries they are using all those algorithms to predict churn, unfortunately in our companies churn prediction is not developed.

In this study I prove that we can also do implementations of this algorithms to our local companies. Only we need to get datasets. References B.

Turhan, G. Expert Systems with Applications, Wei, I. A Data Mining Approach. Fule, P. Experiences and Issues. ITU Radio Regulations. International Telecommunication Union, Ren, Y. Clustering Analysis of Telecommunication Customers. Hastie, T. The Elements of Statistical Learning.

McCarthy, J. Artificial Intelligence. Paper, A. Artificial Intelligence and Machine Learning: Policy Paper. Walker, S. Estimation of the probability of an event as a function of several independent variable. Biometrika, — International Journal of Reviews in Computing, The Blockchain as a communication basis for the formation of the digital economy Saniya Baiganova saniya. Аннотация Данная статья описывает технологию блокчейн, представляющую собой облачную цепочку данных способствующую ускорение работы, создание системы доверия, многофункциональное использование в любой сфере деятельности, а также перспективы использования технологии блокчейн, распространения криптовалют, их влияния на глобальную финансовую систему и государственную политику стран.

A blockchain is a digitized, decentralized, public ledger of all cryptocurrency transactions. Each node a computer connected to the network gets a copy of the blockchain, which is downloaded automatically. Blockchain, for the most part known as the innovation running the Bitcoin cryptocurrency, is a open record framework keeping up букмекерская контора бузулук judgment of exchange information.